majiayu000
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- ▌ RAG Cag Security · majiayu000 bundleSecurity patterns for RAG and CAG systems with multi-tenant isolation. Use when building retrieval-augmented or cache-augmented generation systems that require tenant isolation, access control, and secure data handling.
- ▌ RAG Optimization · majiayu000 bundleRAG 파이프라인 최적화 스킬. 검색 품질, 리랭킹, 쿼리 확장, 하이브리드 검색 관련 작업에서 자동으로 활성화됩니다. retrieval, rerank, embedding, vector search, semantic search 키워드에 반응합니다.
- ▌ RAG Personalizer · majiayu000 bundleTransform textbook content based on the 10-dimension user profile to provide personalized learning experiences. Agent: AIEngineer
- ▌ Rails Generators · majiayu000 bundleCreate expert-level Ruby on Rails generators for models, services, controllers, and full-stack features. Use when building custom generators, scaffolds, or code generation tools for Rails applications, or when the user mentions Rails generators, Thor DSL, or automated code generation.
- ▌ Rails Refactorer · majiayu000 bundleUse proactively when refactoring Ruby on Rails code. Applies Rails conventions, Sandi Metz rules, and idiomatic Ruby patterns while maintaining test coverage.
- ▌ Database · majiayu000 bundleThis skill should be used when the user wants to add a database (Postgres, Redis, MySQL, MongoDB), says "add postgres", "add redis", "add database", "connect to database", or "wire up the database". For other templates (Ghost, Strapi, n8n, etc.), use the templates skill.
- ▌ Ralph Multimodel · majiayu000 bundleRalph Wiggum persistence loop with intelligent multi-model routing (Gemini, Codex, Claude, Council)
- ▌ Rama Gay Clojure · majiayu000 bundleRed Planet Labs Rama with Gay.jl deterministic coloring for 100x backend
- ▌ Random Selection · majiayu000 bundleRandomly select items from lists using various algorithms for fair and unbiased selection
- ▌ Rapid Prototyper · majiayu000 bundleCreates minimal working prototypes for quick idea validation. Single-file when possible, includes test data, ready to demo immediately. Use when user says "prototype", "MVP", "proof of concept", "quick demo".
- ▌ Rationalize Deps · majiayu000 bundleAnalyze Cargo.toml dependencies and attempt to remove unused features to reduce compile times and binary size
- ▌ Raw Tool Creator · majiayu000 bundleCreate reusable RAW tools that workflows can import. Use when the user asks to create a tool, extract reusable functionality, or build a new capability for workflows.
- ▌ Raycast Snippets · majiayu000 bundleCreate and manage Raycast Snippets automatically. Use this skill when the user wants to save a prompt, template, or text snippet to their Raycast configuration.
- ▌ Rayneo Doc Query · majiayu000 bundleQuery and navigate RayNeo X2/X3 Pro AR glasses documentation. Use this skill when answering questions about RayNeo XR hardware specifications, SDK usage, Android 12 development, binocular display APIs, device setup, ADB commands, design guidelines, troubleshooting, or any technical aspects of RayNeo X-series glasses development.
- ▌ Razao Geral Odoo · majiayu000 bundleExporta Razao Geral (General Ledger) do Odoo em Excel. Busca account.move.line com paginacao, calcula saldo inicial para contas patrimoniais via read_group, gera Excel com coluna de conta contabil e saldo acumulado. Use quando: exportar razao geral, relatorio contabil, balancete, consulta account.move.line em massa.
- ▌ React Enterprise · majiayu000 bundleReact 19 with TypeScript 5.9.3, TanStack Query V5, Zustand, and modern patterns. React Compiler handles memoization automatically. No manual optimization needed.
- ▌ React Native App · majiayu000 bundleBuild cross-platform mobile apps with React Native. Covers navigation with React Navigation, state management with Redux/Context API, API integration, and platform-specific features.
- ▌ React Specialist · majiayu000 bundleExpert React specialist mastering React 18+ with modern patterns and ecosystem. Specializes in performance optimization, advanced hooks, server components, and production-ready architectures with focus on creating scalable, maintainable applications.
- ▌ React Strict Dom · majiayu000 bundleSet up react-strict-dom with Babel, PostCSS, and CSS-wrapped HTML components for universal Expo apps
- ▌ React Typescript · majiayu000 bundleBuild modern React applications with TypeScript. Covers React 18+ patterns, hooks, component architecture, state management (Zustand, Redux Toolkit), server components, and best practices. Use for React development, TypeScript integration, component design, and frontend architecture.
- ▌ React19 Patterns · majiayu000 bundleReact 19 최신 패턴과 Best Practices 가이드. 컴포넌트 작성, 상태관리, 메모이제이션 최적화 시 참고. "React 19 패턴", "최신 React", "use hook", "Server Actions" 관련 질문에 사용.
- ▌ Read Arxiv Paper · majiayu000 bundleUse this skill when when asked to read an arxiv paper given an arxiv URL
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- ▌ Reading Websites · majiayu000 bundleUse ONLY this skill when user mentions a domain (example.com, site.pl, docs.io), URL (https://...), or asks to read/fetch/check a website or webpage - MANDATORY, replaces WebFetch, crawl4ai, and curl
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- ▌ Readme Validator · majiayu000 bundleValidates that skills in this repository are accurately documented in the README. Use when verifying skill documentation or during pre-commit validation.
- ▌ Reality Creation Pattern Recognition · majiayu000 bundleRecognize how consciousness creates reality through spontaneous emergence, multiple universe architecture, paradox resolution, form creation mechanics, and time architecture. Use when diagnosing manifestation patterns or reality construction mechanisms.
- ▌ Reasoning Models · majiayu000 bundleMulti-provider reasoning/thinking configuration. Discriminated unions for OpenAI effort, Anthropic budget, Google level/budget, DeepSeek middleware. Triggers on "reasoning", "thinking", "o1", "deepseek", "extended-thinking", "thinkingEffort", "reasoningEffort".
- ▌ Rebase Assistant · majiayu000 bundleGuide a safe git rebase of the current branch onto a target branch, including conflict triage and resolution steps. Use when asked to rebase, update a branch, or resolve rebase conflicts.
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- ▌ Receive Feedback · majiayu000 bundleProcess external code review feedback with technical rigor. Use when receiving feedback from another LLM, human reviewer, or CI tool. Verifies claims before implementing, tracks disposition.
- ▌ Recenter Reflect · majiayu000 bundlerecenter on where we are, what's done/left, and where necessary reflect on our work's principle compliance, performance, and pristineness.
- ▌ Reclassify Tests · majiayu000 bundleReclassify tests by adding @pytest.mark.functionality to tests not explicitly shown in the spec. Invoke with /reclassify-tests <problem> <checkpoint>.
- ▌ Reddit Commenter · majiayu000 bundleA skill for writing natural and valuable comments on Reddit communities. Includes the complete workflow from subreddit exploration, comment writing, review, posting, to tracking.
- ▌ Redis Lists Sets · majiayu000 bundleMaster Redis Lists and Sets - queues, stacks, unique collections, set operations, and real-world implementation patterns
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- ▌ Refactorer Model · majiayu000 bundleA back end staff engineer and DBA, who refactors and simplifies the model schema and writes data migrations.
- ▌ Refactoring Code · majiayu000 bundleImprove code structure without changing behavior. Use when code is hard to read, modify, or test. Covers Extract Method, Rename, and other safe refactorings.
- ▌ Refactoring Mode · majiayu000 bundleActivate clean code specialist mode. Expert in refactoring, SOLID principles, and design patterns. Use when improving code quality, reducing technical debt, applying design patterns, or restructuring code.
- ▌ Bio Phasing Imputation Reference Panels · majiayu000 bundleDownload, prepare, and manage reference panels for phasing and imputation. Covers 1000 Genomes, HRC, and TOPMed panels. Use when setting up imputation infrastructure or selecting appropriate reference panels for target populations.
- ▌ Referral Program · majiayu000 bundleWhen the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' or 'partner program.' This skill covers program design, incentive structure, and growth optimization.
- ▌ Regenerate Types · majiayu000 bundleCRITICAL: After ANY changes to api.yml, TypeScript interfaces MUST be regenerated before proceeding to implementation.
- ▌ Registration Ops · majiayu000 bundleUse when configuring registration flows, reminders, and data sync for webinars.
- ▌ Registry Adapter · majiayu000 bundleGenerate a new package registry adapter for the worker service. Creates schema, client, mapper, and index files following the npm adapter pattern. Use when adding support for a new package registry.
- ▌ Registry Cleanup · majiayu000 bundleAutomates cleanup of old container images from DigitalOcean registries based on retention policies. Keeps last 10 tags for staging, 30 for production, always preserves :latest.
- ▌ Relay Pagination · majiayu000 bundleUse when relay pagination with cursor-based pagination, infinite scroll, load more patterns, and connection protocols.
- ▌ Release Approval · majiayu000 bundleApproval workflow templates with GitHub Actions and Slack integration for multi-stakeholder release gating. Use when setting up approval workflows, configuring stakeholder gates, automating approval notifications, integrating Slack webhooks, requesting release approvals, tracking approval status, or when user mentions release approval, stakeholder sign-off, approval gates, multi-stage approvals, or release gating.
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- ▌ Release Funstack · majiayu000 bundleA skill to make a GitHub release for the `@funstack/static` package. Use this skill when the user wants to release a new version of the package.
- ▌ Release Patterns · majiayu000 bundlePR creation, CI/CD validation, and release coordination patterns. Use when creating pull requests, running pre-PR validation, checking CI status, or coordinating merges.
- ▌ Release Planning · majiayu000 bundlePlan, coordinate, and execute software releases across environments. Manage versioning, rollout strategies, rollback procedures, and stakeholder communication for smooth deployments.
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- ▌ Remote Functions · majiayu000 bundleUse when building, auditing, or reviewing SvelteKit remote functions for validation, batching, and optimistic UI patterns
- ▌ Rename Attribute · majiayu000 bundleRenames a Terraform attribute safely without changing its schema or producing an unnecessary diff, while enabling users to use both the previous and subsequent attribute names for a deprecation period.
- ▌ Repo Doc Auditor · majiayu000 bundlePerform a repo-wide, evidence-based audit of documentation against the current codebase and recent changes. Produces a proposed, fully rewritten documentation set in TempDoc-ForUserReview and asks for approval before any changes are applied to the existing docs.
- ▌ Report Generator · majiayu000 bundleGenerate professional PDF/HTML reports with charts, tables, and narrative from data. Supports templates, branding, and automated report generation.
- ▌ Request Analyzer · majiayu000 bundleProactively analyze user requests at the start of conversations to determine task type, assess prompt quality, and intelligently recommend which skills to activate. Should activate for ALL user requests to ensure optimal workflow. Evaluates clarity, specificity, and completeness to suggest prompt-optimizer when needed. Identifies UI design tasks for ui-analyzer and component requests for react-component-generator. Acts as intelligent skill coordinator.
- ▌ Request Tracking · majiayu000 bundleRequest tracking knowledge base. Covers request structure, status tracking, document references, progress management.
- ▌ Research Analyst · majiayu000 bundleConducts thorough landscape research, competitive analysis, best practices evaluation, and evidence-based recommendations. Expert in market research and trend analysis.
- ▌ Research Archive · majiayu000 bundleArchive completed research. Moves the research to archive/ and updates its status.
- ▌ Research Capture · majiayu000 bundleCaptures research insights, decisions, and learnings during development. Use after completing spikes, making architectural decisions, or discovering important patterns. Prompts for context and rationale, stores with embeddings for later semantic retrieval. Do NOT use for trivial notes - this is for significant findings worth surfacing later.
- ▌ Research Company · majiayu000 bundleConducts deep company research and creates a dossier to support applications. Use before applying, interviewing, or for cultural fit assessment.
- ▌ Research Council · majiayu000 bundleLightweight parallel research orchestration without full council debate. Spawns oracle agents with different queries, collects findings, synthesizes report.
- ▌ Research Curator · majiayu000 bundleAdd new resources to the research directory with comprehensive documentation. Use when user provides a URL, repository, or tool to research and document for future reference. Triggers on phrases like "add to research", "document this tool", "research this", or when given URLs to novel agentic development resources.
- ▌ Research Drizzle · majiayu000 bundleResearch Drizzle ORM patterns, queries, and PostgreSQL integration using Exa code search and Ref documentation
- ▌ Research Methods · majiayu000 bundleStandards and methods for conducting research, gathering information, and presenting findings with proper source attribution. Use when researching topics, analyzing documentation, or synthesizing information from multiple sources.
- ▌ Research Storage · majiayu000 bundleResearch file storage conventions and templates for dokhak agents. Use when: (1) saving research results from research-collector or researcher agents, (2) reading cached research files, (3) checking if research exists for a section. Provides directory structure, file format templates, and naming conventions.
- ▌ Research To Plan · majiayu000 bundleConvert SOTA research into executable plans. Use when: (1) starting features with unknowns, (2) need current best practices, (3) converting notes to tasks. Searches web for 2026 SOTA, writes RESEARCH.md, generates PLAN.md tasks.
- ▌ Research Trigger · majiayu000 bundleNatural language wrapper for research command - automatically triggers /research when users ask questions requiring deep research, best practices lookup, or multi-source information gathering
- ▌ Researchers Tech · majiayu000 bundleProject histories, changelogs, developer interviews, open source
- ▌ Resource Curator · majiayu000 bundleFind, evaluate, and maintain high-quality external resources for JavaScript concept documentation, including auditing for broken and outdated links
- ▌ Resource Manager · majiayu000 bundleDocker のリソースを管理する。「ネットワーク確認」「docker network」「ネットワーク一覧」「ボリューム確認」「docker volume」「ボリューム一覧」「ディスク確認」「docker system df」「ディスク使用量」「容量確認」などで起動。
- ▌ Resource Planner · majiayu000 bundlePlans resource allocation and agent assignments to tasks. Use when you need to allocate agents to tasks, balance workload, or plan resource usage. Considers task dependencies, agent capabilities, and workload distribution.
- ▌ Resource Tagging · majiayu000 bundleApply and enforce cloud resource tagging strategies across AWS, Azure, GCP, and Kubernetes for cost allocation, ownership tracking, compliance, and automation. Use when implementing cloud governance, optimizing costs, or automating infrastructure management.
- ▌ Resume Generator · majiayu000 bundleGenerate tailored, ATS-optimized resumes from job descriptions with psychology-informed placement optimization. Use when the user asks to create a resume, tailor a resume for a job, apply to a position, update their CV, or generate application materials. Triggers include phrases like "tailor my resume for", "I'm applying to", "generate resume for this JD", "update my resume", or "help me apply to". Produces Markdown output rendered as an artifact with knockout prevention, authenticity scoring, context-calibrated weighting, and above-the-fold optimization for the 7-second recruiter scan.
- ▌ Resume Optimizer · majiayu000 bundleOptimize engineering resumes using proven STAR/XYZ methodologies, ATS best practices, and hiring manager insights. Use when reviewing resumes, improving bullet points, tailoring to job descriptions, o
- ▌ Resume Tailoring · majiayu000 bundleUse when creating tailored resumes for job applications - researches company/role, creates optimized templates, conducts branching experience discovery to surface undocumented skills, and generates professional multi-format resumes from user's resume library while maintaining factual integrity
- ▌ Retention System · majiayu000 bundleDesign comprehensive customer retention systems with health scoring, churn prediction, proactive engagement workflows, and customer success frameworks to maximize lifetime value.
- ▌ Reverse Outliner · majiayu000 bundleReverse-engineer published books into structured scene-by-scene outlines for study. Use when analyzing craft, learning story structure from masters, or creating teaching materials from existing works.
- ▌ Review Artifacts · majiayu000 bundleReview artifact scan results for reportable bug bounty findings. Analyzes archives, SQL dumps, binary databases, and source backups for secrets, code vulnerabilities, misconfigurations, and PII exposure. Focuses on high-confidence findings with clear security impact.
- ▌ Review Collector · majiayu000 bundleComprehensive validation of collector bot packages using 8 parallel specialized agents. Use to validate existing collector packages for compliance.
- ▌ Review Pre Merge · majiayu000 bundlePre-merge review focusing on correctness, testing, security, refactor safety, and maintainability. Spawns the senior-review-specialist agent for thorough pre-merge analysis.
- ▌ Review Ruby Code · majiayu000 bundleComprehensive Ruby and Rails code review using Sandi Metz rules and SOLID principles. Automatically runs rubycritic and simplecov, analyzes changed files in current branch vs base branch, identifies OOP violations, Rails anti-patterns, security issues, and test coverage gaps. Outputs REVIEW.md with VSCode-compatible file links. Use when reviewing Ruby/Rails code, conducting code reviews, checking for design issues, or when user mentions code review, pull request review, or code quality analysis.
- ▌ Review Synthesis · majiayu000 bundleAggregate multi-reviewer feedback into consolidated, actionable recommendations. Use when relevant to the task.
- ▌ Reviewing Casbin · majiayu000 bundleReview Go code using Casbin authorization for security issues, model correctness, policy design, and common anti-patterns. Use when reviewing PRs with Casbin code or auditing authorization implementations.
- ▌ Reviewing Skills · majiayu000 bundleUse when asked to "review skill", "check skill", "evaluate skill", "assess skill", or any skill quality check.
- ▌ Bio Workflows Riboseq Pipeline · majiayu000 bundleEnd-to-end Ribo-seq analysis from FASTQ to translation efficiency and ORF detection. Use when analyzing ribosome profiling data to study translation.
- ▌ Rio Webgpu Tiles · majiayu000 bundleWebGPU tile rendering for Rio Terminal via wgpu and sugarloaf. Extends
- ▌ Rlm Orchestrator · majiayu000 bundleImplement RLM-style (Recursive Language Model) orchestration for complex tasks. This skill should be used when facing large context requirements, multi-part tasks that would benefit from parallel execution, or when context rot is a concern. Automatically decomposes tasks, spawns parallel subagents, aggregates results, and iterates until completion. Inspired by the RLM research paper (arXiv:2512.24601).
- ▌ Roadmap Analysis · majiayu000 bundleROADMAP.md analysis and management. Use for finding pending tasks and updating completion status.
- ▌ Roadmap Backcast · majiayu000 bundleUse when planning with fixed deadline or target outcome, working backward from future goal to present, defining milestones and dependencies, mapping critical path, identifying what must happen when, planning product launches with hard dates, multi-year strategic roadmaps, event planning, transformation initiatives, or when user mentions "backcast", "work backward from", "reverse planning", "we need to launch by", "target date is", or "what needs to happen to reach".
- ▌ Roadmap Planning · majiayu000 bundleComprehensive guide to creating, communicating, and maintaining technical and product roadmaps for strategic alignment and stakeholder communication
- ▌ Roadmap Updating · majiayu000 bundleUse when updating product roadmap with new PRDs - sequences PRDs by timeline, manages roadmap.md structure, and maintains changelog
- ▌ Rollback Changes · majiayu000 bundleAutomatically rollback changes from failed workflow phases using changes log files. Use when workflows fail and need to restore previous state, including file restoration, artifact cleanup, and command reversal. Use for error recovery after failed bug fixes, security patches, or refactoring operations.
- ▌ Rollback Service · majiayu000 bundle서비스를 이전 버전으로 롤백. Use when (1) 롤백 요청, (2) 이전 버전 복원, (3) /SEMO:rollback 커맨드.
- ▌ Route Researcher · majiayu000 bundleResearch North American mountain peaks and generate comprehensive route beta reports
- ▌ Rspress API Docs · majiayu000 bundleGenerate API documentation from TypeScript source code for RSPress. Use when documenting package APIs, extracting types from source code, or creating function/class reference pages.
- ▌ Rspress Examples · majiayu000 bundleGenerate Twoslash code examples for RSPress documentation. Use when adding type-rich, interactive code examples to documentation pages.
- ▌ Mixmi User Flows · majiayu000 bundleStep-by-step user journeys through the mixmi platform including onboarding, upload, remix creation, purchasing, and discovery
- ▌ Ml Cv Specialist · majiayu000 bundleDeep expertise in ML/CV model selection, training pipelines, and inference architecture. Use when designing machine learning systems, computer vision pipelines, or AI-powered features.